Kuai Fang
Postdoctoral Scholar, Earth System Science
All Publications
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Evaluating the Potential and Challenges of an Uncertainty Quantification Method for Long Short-Term Memory Models for Soil Moisture Predictions
WATER RESOURCES RESEARCH
2020; 56 (12)
View details for DOI 10.1029/2020WR028095
View details for Web of Science ID 000603660400021
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Revealing Causal Controls of Storage-Streamflow Relationships With a Data-Centric Bayesian Framework Combining Machine Learning and Process-Based Modeling
FRONTIERS IN WATER
2020; 2
View details for DOI 10.3389/frwa.2020.583000
View details for Web of Science ID 000659472700001
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Enhancing Streamflow Forecast and Extracting Insights Using Long-Short Term Memory Networks With Data Integration at Continental Scales
WATER RESOURCES RESEARCH
2020; 56 (9)
View details for DOI 10.1029/2019WR026793
View details for Web of Science ID 000578452200052